TrustEvals, a new AI governance platform founded by former Goldman Sachs and JPMorgan Chase executive Unmukt Raizada, has launched to provide continuous evaluation and audit capabilities for financial services, real estate firms, and enterprise audit committees. The platform aims to bridge the gap between AI transformation and regulatory compliance, addressing vulnerabilities such as model drift, policy violations, and shadow AI that arise from rapid AI adoption.
Continuous Evaluation Replaces Point-in-Time Attestation
Traditional point-in-time attestation is insufficient for production AI systems, which are non-deterministic. Raizada emphasized that an audit current as of last quarter is already stale. TrustEvals offers continuous evaluation to answer real-time questions about system behavior, such as 'what was the system doing at 3:47 pm on Tuesday?'
Addressing Risks in Finance and REIT Sectors
For the finance and real estate investment trust (REIT) sectors, where precision and regulatory scrutiny are critical, TrustEvals ensures AI outputs are securely tracked and fully compliant. Raizada noted that AI agent gateways catch basic permissions but often miss release, representation, and training-time failures. The platform provides continuous evidence pipelines that catch regressions before they reach audit committees.
Unified View of AI Value and Risk
Raizada stated, 'Agents scale execution, but responsibility still needs a seat. Adoption, evaluation, and compliance are one measurement problem in three vocabularies. Most of the market sells you three products. We build the single picture.' TrustEvals transfers practitioner methodology directly to customer teams, enabling full ownership of AI operations without relying on extensive consulting. The result is a unified operating trace where AI value and risk are entirely visible.
TrustEvals was founded in late 2025 by Unmukt Raizada. The company offers AI-native services delivering visibility, transformation, value, risk management, and evidence for regulated enterprises. Designed by practitioners with decades of experience in global finance and big tech, the platform provides continuous evaluation and governance tools to ensure AI investments remain secure, compliant, and effective.
